From 5a8a32a74202a9a4d2728dc6f3d4fa7632d37a89 Mon Sep 17 00:00:00 2001
From: M Bussonnier <bussonniermatthias@gmail.com>
Date: Mon, 3 Jun 2024 11:00:10 -0700
Subject: [PATCH 1/4] Use intersphinx registry to avoid out of date links.

---
 doc/conf.py          | 9 ++++-----
 pyproject.toml       | 1 +
 requirements/doc.txt | 1 +
 3 files changed, 6 insertions(+), 5 deletions(-)

diff --git a/doc/conf.py b/doc/conf.py
index 9bffda88..397033e0 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -14,6 +14,8 @@
 
 import numpydoc
 
+from intersphinx_registry import get_intersphinx_mapping
+
 # for example.py
 sys.path.insert(0, os.path.abspath("."))
 # project root
@@ -137,8 +139,5 @@
 # -- Intersphinx setup ----------------------------------------------------
 
 # Example configuration for intersphinx: refer to the Python standard library.
-intersphinx_mapping = {
-    "python": ("https://docs.python.org/3/", None),
-    "numpy": ("https://numpy.org/devdocs/", None),
-    "sklearn": ("https://scikit-learn.org/stable/", None),
-}
+
+intersphinx_mapping = get_intersphinx_mapping(["python", "numpy", "sklearn"])
diff --git a/pyproject.toml b/pyproject.toml
index e882da19..5ee947a3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,6 +53,7 @@ doc = [
     'matplotlib>=3.5',
     'pydata-sphinx-theme>=0.13.3',
     'sphinx>=7',
+    'intersphinx_registry',
 ]
 test = [
     'pytest',
diff --git a/requirements/doc.txt b/requirements/doc.txt
index f3d9b058..950966b6 100644
--- a/requirements/doc.txt
+++ b/requirements/doc.txt
@@ -4,3 +4,4 @@ numpy>=1.22
 matplotlib>=3.5
 pydata-sphinx-theme>=0.13.3
 sphinx>=7
+intersphinx_registry

From d8eb6039bd1bb94bb58b600e52bc40eac18aa867 Mon Sep 17 00:00:00 2001
From: Eric Larson <larson.eric.d@gmail.com>
Date: Mon, 3 Jun 2024 14:40:55 -0400
Subject: [PATCH 2/4] Update doc/conf.py

---
 doc/conf.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doc/conf.py b/doc/conf.py
index 397033e0..39ea8c04 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -140,4 +140,4 @@
 
 # Example configuration for intersphinx: refer to the Python standard library.
 
-intersphinx_mapping = get_intersphinx_mapping(["python", "numpy", "sklearn"])
+intersphinx_mapping = get_intersphinx_mapping(packages=["python", "numpy", "sklearn"])

From eab17042ac63b706b80a4079ed88d3a0d270434b Mon Sep 17 00:00:00 2001
From: Eric Larson <larson.eric.d@gmail.com>
Date: Mon, 3 Jun 2024 14:45:11 -0400
Subject: [PATCH 3/4] Update conf.py

---
 doc/conf.py | 10 +---------
 1 file changed, 1 insertion(+), 9 deletions(-)

diff --git a/doc/conf.py b/doc/conf.py
index 893e69a8..d69682f4 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -138,14 +138,6 @@
 
 # -- Intersphinx setup ----------------------------------------------------
 
-# Example configuration for intersphinx: refer to the Python standard library.
-<<<<<<< intersphinx_registry
+# Example configuration for intersphinx: refer to several Python libraries.
 
 intersphinx_mapping = get_intersphinx_mapping(packages=["python", "numpy", "sklearn"])
-=======
-intersphinx_mapping = {
-    "python": ("https://docs.python.org/3/", None),
-    "numpy": ("https://numpy.org/doc/stable/", None),
-    "sklearn": ("https://scikit-learn.org/stable/", None),
-}
->>>>>>> main

From 07868e137c6773c70fa94eb37a10f02b82541aec Mon Sep 17 00:00:00 2001
From: Eric Larson <larson.eric.d@gmail.com>
Date: Mon, 3 Jun 2024 11:48:08 -0700
Subject: [PATCH 4/4] FIX: Order

---
 doc/conf.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/doc/conf.py b/doc/conf.py
index d69682f4..519fb795 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -12,10 +12,10 @@
 import sys
 from datetime import date
 
-import numpydoc
-
 from intersphinx_registry import get_intersphinx_mapping
 
+import numpydoc
+
 # for example.py
 sys.path.insert(0, os.path.abspath("."))
 # project root